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基于自适应加速度计校准的可穿戴患者姿势监测仪用于预防压疮

Towards the prevention of pressure ulcers with a wearable patient posture monitor based on adaptive accelerometer alignment.

作者信息

Dhillon Marshal S, McCombie Scott A, McCombie Devin B

机构信息

the Research Group at Sotera Wireless, San Diego, CA 92121, USA.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:4513-6. doi: 10.1109/EMBC.2012.6346970.

Abstract

Pressure ulcers are a serious problem affecting over a million patients every year. Despite accepted guidelines for assessing and repositioning high-risk patients, the prevalence of pressure ulcers continues to rise. This paper presents a wearable, wireless vital sign monitor capable of continuously measuring the duration and orientation of a patient's posture throughout the patient's stay in a hospital. Patient posture is determined using a tri-axial accelerometer attached to a patient's torso. A novel set of algorithms are used to process the accelerometer signals to adaptively identify accelerometer alignment on the patient, calculate patient spine angle, and classify patient orientation. A unique pressure ulcer risk index based on these variables is presented to assess a patient's risk for developing pressure ulcers. Experimental results from an 18 subject trial are also presented.

摘要

压疮是一个严重的问题,每年影响超过100万患者。尽管有公认的评估和重新安置高危患者的指南,但压疮的患病率仍在持续上升。本文介绍了一种可穿戴的无线生命体征监测器,它能够在患者住院期间持续测量患者姿势的持续时间和方向。使用连接到患者躯干的三轴加速度计来确定患者姿势。一组新颖的算法用于处理加速度计信号,以自适应地识别加速度计在患者身上的对齐方式,计算患者脊柱角度,并对患者方向进行分类。基于这些变量提出了一个独特的压疮风险指数,以评估患者发生压疮的风险。还展示了一项针对18名受试者的试验的实验结果。

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